AI assurance
Enterprise AI assurance as a continuous control layer.
AI assurance is the practice of proving that stated governance actually held. ETOS GateKeeper runs that proof on each decision — controls tested, evidence bound, oversight recorded — and keeps the audit trail.
Controls
What an AI assurance layer has to cover.
Six control areas, each producing a record that survives challenge months after the decision.
AI governance controls
The applicable control set is identified per decision and tested in the path, so compliance is demonstrated by execution rather than asserted in a document.
AI audit trail
Inputs, cited evidence, requirement outcomes, authority checks and the authoritative decision state are recorded against an execution reference.
AI human oversight
GateKeeper identifies when judgement must be human, generates the review document, and keeps the accountable owner in the record.
AI risk management
Risk is expressed as unmet requirements, open dependencies and declared exceptions on real decisions — not as an abstract score.
AI compliance evidence
Evidence is registered by the organisation, integrity-referenced, and bound to the assertions it supports at assessment time.
AI governance reporting
Assurance outputs aggregate into reporting a board, auditor or regulator can interrogate down to the individual decision.
The market shift
From AI governance to continuous AI assurance.
The category is moving from documented governance toward an assurance layer that operates continuously, with explicit controls and named accountability. That is the layer GateKeeper occupies.
From periodic review
Quarterly committees cannot govern decisions that happen continuously and at machine speed.
To a continuous assurance layer
Assurance runs on every consequential decision, in line, with the same governed sequence each time.
With accountability intact
Authority and ownership are established from the record, so a decision can always be attributed to a person.
Related
Where AI assurance meets decision assurance.
Assurance is the discipline. Decision assurance is where it becomes enforceable on a single decision.
See the assurance layer operating on your decisions.
Bring your evidence, your policy set and a decision that matters. We will show the controls tested, the gaps named and the record produced.